Low Cost and Usable Multimodal Biometric System Based on Keystroke Dynamics and 2D Face Recognition
Created by W.Langdon from
gp-bibliography.bib Revision:1.7964
- @InProceedings{Giot:2010:ICPR,
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author = "Romain Giot and Baptiste Hemery and
Christophe Rosenberger",
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title = "Low Cost and Usable Multimodal Biometric System Based
on Keystroke Dynamics and 2D Face Recognition",
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booktitle = "20th International Conference on Pattern Recognition
(ICPR 2010)",
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year = "2010",
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month = "23-26 " # aug,
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pages = "1128--1131",
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abstract = "We propose in this paper a low cost multimodal
biometric system combining keystroke dynamics and 2D
face recognition. The objective of the proposed system
is to be used while keeping in mind: good performances,
acceptability, and aspect of privacy. Different fusion
methods have been used (min, max, mul, svm, weighted
sum configured with genetic algorithms, and, genetic
programming) on the scores of three keystroke dynamics
algorithms and two 2D face recognition ones. This
multimodal biometric system improves the recognition
rate in comparison with each individual method. On a
chimeric database composed of 100 individuals, the best
keystroke dynamics method obtains an EER of
8.77percent, the best face recognition one has an EER
of 6.38percent, while the best proposed fusion system
provides an EER of 2.22percent.",
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keywords = "genetic algorithms, genetic programming, 2D face
recognition, chimeric database, fusion methods,
keystroke dynamics, multimodal biometric system,
privacy, biometrics (access control), data privacy,
face recognition, keyboards",
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DOI = "doi:10.1109/ICPR.2010.282",
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ISSN = "1051-4651",
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notes = "GREYC Lab., Univ. of CAEN, Caen, France Also known as
\cite{5595872}",
- }
Genetic Programming entries for
Romain Giot
Baptiste Hemery
Christophe Rosenberger
Citations